{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 一、前期工作"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "本文将采用CNN实现花朵彩色图片分类"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "🔥本文 GitHub [https://github.com/kzbkzb/Python-AI](https://github.com/kzbkzb/Python-AI) 已收录\n",
    "\n",
    "- 作者：[K同学啊](https://mp.weixin.qq.com/s/NES9RhtAhbX_jsmGua28dA)\n",
    "- 来自专栏：《深度学习100例》-Tensorflow2版本\n",
    "\n",
    "我的环境：\n",
    "\n",
    "- 语言环境：Python3.6.5\n",
    "- 编译器：jupyter notebook\n",
    "- 深度学习环境：TensorFlow2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "来自专栏：[**【深度学习100例】**](https://blog.csdn.net/qq_38251616/category_11068756.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. 设置GPU"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "如果使用的是CPU可以忽略这步"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import tensorflow as tf\n",
    "gpus = tf.config.list_physical_devices(\"GPU\")\n",
    "\n",
    "if gpus:\n",
    "    gpu0 = gpus[0]                                        #如果有多个GPU，仅使用第0个GPU\n",
    "    tf.config.experimental.set_memory_growth(gpu0, True)  #设置GPU显存用量按需使用\n",
    "    tf.config.set_visible_devices([gpu0],\"GPU\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. 下载数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import os\n",
    "import PIL\n",
    "import tensorflow as tf\n",
    "\n",
    "from tensorflow import keras\n",
    "from tensorflow.keras import layers,models\n",
    "\n",
    "import pathlib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "WindowsPath('D:/jupyter notebook/DL-100-days/datasets/flower_photos')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dataset_url = \"https://storage.googleapis.com/download.tensorflow.org/example_images/flower_photos.tgz\"\n",
    "\n",
    "data_dir = tf.keras.utils.get_file(fname    = 'flower_photos', # 下载到本地后的文件名称\n",
    "                                   origin   = dataset_url,     # 数据集(Dataset)的URL路径；\n",
    "                                   untar    = True,            # 是否解压文件\n",
    "                                   cache_dir= 'D:/jupyter notebook/DL-100-days')\n",
    "\n",
    "data_dir = pathlib.Path(data_dir)\n",
    "data_dir"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "最后数据被保存到`D:\\jupyter notebook\\DL-100-days\\datasets\\flower_photos`目录下"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. 检查数据"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "数据集一共分为`daisy`、`dandelion`、`roses`、`sunflowers`、`tulips`五类，分别存放于flower_photo文件夹中的五个子文件夹中"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "图片总数为： 3670\n"
     ]
    }
   ],
   "source": [
    "image_count = len(list(data_dir.glob('*/*.jpg')))\n",
    "\n",
    "print(\"图片总数为：\",image_count)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=179x240 at 0x16CAABD7B20>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "roses = list(data_dir.glob('roses/*'))\n",
    "PIL.Image.open(str(roses[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 二、数据预处理"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. 加载数据"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "使用`image_dataset_from_directory`方法将磁盘中的数据加载到`tf.data.Dataset`中"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "batch_size = 32\n",
    "img_height = 180\n",
    "img_width = 180"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 3670 files belonging to 5 classes.\n",
      "Using 2936 files for training.\n"
     ]
    }
   ],
   "source": [
    "\"\"\"\n",
    "关于image_dataset_from_directory()的详细介绍可以参考文章：https://mtyjkh.blog.csdn.net/article/details/117018789\n",
    "\"\"\"\n",
    "train_ds = tf.keras.preprocessing.image_dataset_from_directory(\n",
    "    data_dir,\n",
    "    validation_split=0.2,\n",
    "    subset=\"training\",\n",
    "    seed=123,\n",
    "    image_size=(img_height, img_width),\n",
    "    batch_size=batch_size)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 3670 files belonging to 5 classes.\n",
      "Using 734 files for validation.\n"
     ]
    }
   ],
   "source": [
    "\"\"\"\n",
    "关于image_dataset_from_directory()的详细介绍可以参考文章：https://mtyjkh.blog.csdn.net/article/details/117018789\n",
    "\"\"\"\n",
    "val_ds = tf.keras.preprocessing.image_dataset_from_directory(\n",
    "    data_dir,\n",
    "    validation_split=0.2,\n",
    "    subset=\"validation\",\n",
    "    seed=123,\n",
    "    image_size=(img_height, img_width),\n",
    "    batch_size=batch_size)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "我们可以通过class_names输出数据集的标签。标签将按字母顺序对应于目录名称。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['daisy', 'dandelion', 'roses', 'sunflowers', 'tulips']\n"
     ]
    }
   ],
   "source": [
    "class_names = train_ds.class_names\n",
    "print(class_names)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. 可视化数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 20 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20, 10))\n",
    "\n",
    "for images, labels in train_ds.take(1):\n",
    "    for i in range(20):\n",
    "        ax = plt.subplot(5, 10, i + 1)\n",
    "\n",
    "        plt.imshow(images[i].numpy().astype(\"uint8\"))\n",
    "        plt.title(class_names[labels[i]])\n",
    "        \n",
    "        plt.axis(\"off\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. 再次检查数据 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(32, 180, 180, 3)\n",
      "(32,)\n"
     ]
    }
   ],
   "source": [
    "for image_batch, labels_batch in train_ds:\n",
    "    print(image_batch.shape)\n",
    "    print(labels_batch.shape)\n",
    "    break"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- `Image_batch`是形状的张量（32,180,180,3）。这是一批形状180x180x3的32张图片（最后一维指的是彩色通道RGB）。 \n",
    "- `Label_batch`是形状（32，）的张量，这些标签对应32张图片"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4. 配置数据集"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- **shuffle()**：打乱数据，关于此函数的详细介绍可以参考：https://zhuanlan.zhihu.com/p/42417456\n",
    "- **prefetch()**：预取数据，加速运行"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`prefetch()`功能详细介绍：CPU 正在准备数据时，加速器处于空闲状态。相反，当加速器正在训练模型时，CPU 处于空闲状态。因此，训练所用的时间是 CPU 预处理时间和加速器训练时间的总和。`prefetch()`将训练步骤的预处理和模型执行过程重叠到一起。当加速器正在执行第 N 个训练步时，CPU 正在准备第 N+1 步的数据。这样做不仅可以最大限度地缩短训练的单步用时（而不是总用时），而且可以缩短提取和转换数据所需的时间。如果不使用`prefetch()`，CPU 和 GPU/TPU 在大部分时间都处于空闲状态："
   ]
  },
  {
   "attachments": {
    "image-2.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image-2.png](attachment:image-2.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "使用`prefetch()`可显著减少空闲时间："
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- **cache()**：将数据集缓存到内存当中，加速运行"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "AUTOTUNE = tf.data.AUTOTUNE\n",
    "\n",
    "train_ds = train_ds.cache().shuffle(1000).prefetch(buffer_size=AUTOTUNE)\n",
    "val_ds = val_ds.cache().prefetch(buffer_size=AUTOTUNE)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 三、构建CNN网络"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "卷积神经网络（CNN）的输入是张量 (Tensor) 形式的 `(image_height, image_width, color_channels)`，包含了图像高度、宽度及颜色信息。不需要输入`batch size`。color_channels 为 (R,G,B) 分别对应 RGB 的三个颜色通道（color channel）。在此示例中，我们的 CNN 输入，fashion_mnist 数据集中的图片，形状是 `(28, 28, 1)`即灰度图像。我们需要在声明第一层时将形状赋值给参数`input_shape`。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model: \"sequential_1\"\n",
      "_________________________________________________________________\n",
      "Layer (type)                 Output Shape              Param #   \n",
      "=================================================================\n",
      "rescaling_1 (Rescaling)      (None, 180, 180, 3)       0         \n",
      "_________________________________________________________________\n",
      "conv2d_3 (Conv2D)            (None, 178, 178, 16)      448       \n",
      "_________________________________________________________________\n",
      "max_pooling2d_2 (MaxPooling2 (None, 89, 89, 16)        0         \n",
      "_________________________________________________________________\n",
      "conv2d_4 (Conv2D)            (None, 87, 87, 32)        4640      \n",
      "_________________________________________________________________\n",
      "max_pooling2d_3 (MaxPooling2 (None, 43, 43, 32)        0         \n",
      "_________________________________________________________________\n",
      "conv2d_5 (Conv2D)            (None, 41, 41, 64)        18496     \n",
      "_________________________________________________________________\n",
      "flatten_1 (Flatten)          (None, 107584)            0         \n",
      "_________________________________________________________________\n",
      "dense_2 (Dense)              (None, 128)               13770880  \n",
      "_________________________________________________________________\n",
      "dense_3 (Dense)              (None, 5)                 645       \n",
      "=================================================================\n",
      "Total params: 13,795,109\n",
      "Trainable params: 13,795,109\n",
      "Non-trainable params: 0\n",
      "_________________________________________________________________\n"
     ]
    }
   ],
   "source": [
    "num_classes = 5\n",
    "\n",
    "\"\"\"\n",
    "关于卷积核的计算不懂的可以参考文章：https://blog.csdn.net/qq_38251616/article/details/114278995\n",
    "\"\"\"\n",
    "\n",
    "model = models.Sequential([\n",
    "    layers.experimental.preprocessing.Rescaling(1./255, input_shape=(img_height, img_width, 3)),\n",
    "    \n",
    "    layers.Conv2D(16, (3, 3), activation='relu', input_shape=(img_height, img_width, 3)), # 卷积层1，卷积核3*3\n",
    "    layers.MaxPooling2D((2, 2)),                   # 池化层1，2*2采样\n",
    "    layers.Conv2D(32, (3, 3), activation='relu'),  # 卷积层2，卷积核3*3\n",
    "    layers.MaxPooling2D((2, 2)),                   # 池化层2，2*2采样\n",
    "    layers.Conv2D(64, (3, 3), activation='relu'),  # 卷积层3，卷积核3*3\n",
    "    \n",
    "    layers.Flatten(),                       # Flatten层，连接卷积层与全连接层\n",
    "    layers.Dense(128, activation='relu'),   # 全连接层，特征进一步提取\n",
    "    layers.Dense(num_classes)               # 输出层，输出预期结果\n",
    "])\n",
    "\n",
    "model.summary()  # 打印网络结构"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 四、编译"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "在准备对模型进行训练之前，还需要再对其进行一些设置。以下内容是在模型的编译步骤中添加的：\n",
    "\n",
    "- 损失函数（loss）：用于测量模型在训练期间的准确率。\n",
    "- 优化器（optimizer）：决定模型如何根据其看到的数据和自身的损失函数进行更新。\n",
    "- 指标（metrics）：用于监控训练和测试步骤。以下示例使用了准确率，即被正确分类的图像的比率。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "model.compile(optimizer='adam',\n",
    "              loss=tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True),\n",
    "              metrics=['accuracy'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 五、训练模型"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/10\n",
      "92/92 [==============================] - 9s 29ms/step - loss: 1.7851 - accuracy: 0.3435 - val_loss: 1.0564 - val_accuracy: 0.5640\n",
      "Epoch 2/10\n",
      "92/92 [==============================] - 1s 11ms/step - loss: 1.0037 - accuracy: 0.5867 - val_loss: 1.0490 - val_accuracy: 0.5708\n",
      "Epoch 3/10\n",
      "92/92 [==============================] - 1s 11ms/step - loss: 0.8206 - accuracy: 0.6746 - val_loss: 0.9763 - val_accuracy: 0.6158\n",
      "Epoch 4/10\n",
      "92/92 [==============================] - 1s 12ms/step - loss: 0.6061 - accuracy: 0.7864 - val_loss: 0.9745 - val_accuracy: 0.6158\n",
      "Epoch 5/10\n",
      "92/92 [==============================] - 1s 12ms/step - loss: 0.3319 - accuracy: 0.8929 - val_loss: 1.2550 - val_accuracy: 0.6076\n",
      "Epoch 6/10\n",
      "92/92 [==============================] - 1s 11ms/step - loss: 0.1607 - accuracy: 0.9473 - val_loss: 1.4897 - val_accuracy: 0.6172\n",
      "Epoch 7/10\n",
      "92/92 [==============================] - 1s 11ms/step - loss: 0.0864 - accuracy: 0.9757 - val_loss: 1.5388 - val_accuracy: 0.6226\n",
      "Epoch 8/10\n",
      "92/92 [==============================] - 1s 12ms/step - loss: 0.0621 - accuracy: 0.9818 - val_loss: 2.0122 - val_accuracy: 0.6008\n",
      "Epoch 9/10\n",
      "92/92 [==============================] - 1s 11ms/step - loss: 0.0390 - accuracy: 0.9893 - val_loss: 1.9353 - val_accuracy: 0.6267\n",
      "Epoch 10/10\n",
      "92/92 [==============================] - 1s 11ms/step - loss: 0.0061 - accuracy: 0.9995 - val_loss: 2.1597 - val_accuracy: 0.6335\n"
     ]
    }
   ],
   "source": [
    "history = model.fit(\n",
    "  train_ds,\n",
    "  validation_data=val_ds,\n",
    "  epochs=10\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 六、模型评估"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "23/23 - 0s - loss: 2.1597 - accuracy: 0.6335\n"
     ]
    }
   ],
   "source": [
    "plt.plot(history.history['accuracy'], label='accuracy')\n",
    "plt.plot(history.history['val_accuracy'], label = 'val_accuracy')\n",
    "plt.xlabel('Epoch')\n",
    "plt.ylabel('Accuracy')\n",
    "plt.ylim([0.5, 1])\n",
    "plt.legend(loc='lower right')\n",
    "plt.show()\n",
    "\n",
    "test_loss, test_acc = model.evaluate(val_ds, verbose=2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "从上面可以看出随着迭代次数的增加，训练准确率与验证准确率之间的差距逐步增加，这是由于过拟合导致，解决办法请参考我的下一篇文章"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**《深度学习100例》专栏直达：**[**【传送门】**](https://blog.csdn.net/qq_38251616/category_11068756.html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "验证准确率为： 0.6335150003433228\n"
     ]
    }
   ],
   "source": [
    "print(\"验证准确率为：\",test_acc)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8rc1"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": false,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {
    "height": "calc(100% - 180px)",
    "left": "10px",
    "top": "150px",
    "width": "165px"
   },
   "toc_section_display": true,
   "toc_window_display": true
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
